Brief Course Description
1. Course Title:
Healthcare Data Science and Analytics
2. Language of Instruction:
Vietnamese
3. Course Code:
HEA602038
4. Credits:
3
5. Course Objectives:
The course on Data Science in Healthcare aims to equip students with the necessary knowledge and skills to collect, process, and analyze data to support decisions in the field of healthcare and health management. Specifically, the course aims at the following objectives:
- Understand the basic concepts of data science in healthcare.
- Use healthcare data analysis tools such as Python, R, SPSS, MS PowerBI, Orange, etc.
- Apply statistical methods and machine learning in healthcare data analysis.
- Understand and practice healthcare data visualization.
- Evaluate data quality and make data-based decisions.
6. Brief Description of Course Content:
Healthcare Data Analytics plays an important role in optimizing the healthcare system, supporting medical decision-making, improving treatment quality and enhancing management efficiency. This course provides learners with knowledge including: basic concepts of data science in healthcare; healthcare data management and pre-processing processes; statistical and machine learning methods in healthcare data analysis; data visualization methods and tools to support decision-making.